DSSA5101

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DATA EXPLORATION AND VISUALIZATION

Data Science & Strategic AnalyNatural Sciences & Mathematics

Course Details Prerequisites/Corequisites Course Learning Outcomes

Subject Code

DSSA

Course Number

5101

Department(s)

Data Science & Strategic Analy

Course Title

DATA EXPLORATION AND VISUALIZATION

Course Description

An introduction to the workflow of exploratory data analysis. Emphasizes evaluating the quality and integrity of a dataset by identifying missing values, inconsistent formatting, and outliers; cleaning the dataset; summarizing the dataset by calculating descriptive statistics; identifying patterns and trends in the dataset through visual representations of the data; and documenting the process of exploring the dataset to create a reproducible workflow. Interested students in programs other than DSSA should contact the instructor for permission to register.

Credit Hours

Units

Restrictions

Must be enrolled in one of the following Levels: Graduate (G) Must be enrolled in one of the following Programs: Data Science & Strategic Anlyt (DSSA) Certificate in Data Science (DSSA-CERT)